Work
AI inside real products, under real constraints
Our strongest work starts with software that already has users, workflows, data and integration boundaries. The broader portfolio shows the application, data and AI depth we bring underneath it.
- 32
- Selected case studies
- 17
- Industries represented
- 18
- Featured AI case studies
- 2018
- Datics started in data science & AI
Practice communications platform
AI communication intelligence inside a live practice platform
AI that acts inside a live healthcare workflow
- Appointments recovered
- 311 across six locations in a documented example
- Recovered revenue
- $100K+ associated with previously missed opportunities in the documented example
What this portfolio proves
The hard part is fitting AI into the product that already works
Across these engagements, the recurring challenge was not getting a model to respond. It was making new capability work through the product's existing workflows, data, integrations, permissions and production boundaries.
Existing product, not a blank slate
We start with the workflows, business logic, integrations and customer commitments already inside the product — and change only what the new capability requires.
Action, not another chatbot
The strongest AI capabilities connect to real APIs, tools, business rules and approval paths so they can remove work inside the workflow.
Production, not just a demo
Tenancy, permissions, auditability, deployment and failure handling are part of the capability from the beginning.
Portfolio
Explore the work by the kind of proof you need
Filter by the primary engineering problem each engagement demonstrates. Every case is structured around the product, constraint, capability, deployment boundary and outcome.
8 case studies · Automotive & Dealerships
Dealership customer-intelligence platform
Automotive & Dealerships · Customer Intelligence Platform
Unifying fragmented dealership data into an AI customer-intelligence layer
Fragmented dealership CRM, customer and inventory data unified into an actionable AI intelligence layer.
White-label dealership sales AI
Automotive & Dealerships · AI Sales & Conversational Commerce
Turning dealership conversations into qualified leads and appointments
Inventory-grounded AI conversations that connect directly to dealership lead, CRM and appointment workflows.
Dealership operations platform
Automotive & Dealerships · Dealership Operations SaaS
Modernizing an established dealership SaaS platform without rebuilding the core product
A multi-year modernization partnership inside a live dealership SaaS used across four vehicle categories.
Dealership inventory intelligence
Automotive & Dealerships · Inventory Intelligence SaaS
Turning fragmented competitor inventory into searchable dealership intelligence
Constantly changing competitor inventory normalized into searchable intelligence across four dealership categories.
RV dealership group
Automotive & Dealerships · Organizational Intranet / Employee Operations
Bringing employee communication, documents, training and support into one organizational platform
Employee communication, training, documents and helpdesk consolidated into one role-controlled intranet.
RV parts and service platform
Automotive & Dealerships · Parts / Sales / Service Platform
Connecting RV parts, service campaigns and e-commerce in one dealer platform
RV parts availability, service campaigns, allocation and commerce connected inside one operating platform.
Dealership ad-sync platform
Automotive & Dealerships · Inventory-to-Advertising Platform
Keeping dealership social advertising synchronized with live inventory
Live dealership inventory synchronized with social advertising through API-based publishing and audience matching.
Social publishing workflow
Automotive & Dealerships · Social Workflow / Publishing Platform
Moving social content from scheduling through approval to automated publishing
Scheduling, review and approval connected directly to controlled automated publishing.
Your customers already expect AI from your product.
Let us make it real without rebuilding what already works.